Useful when one story needs repeatable runs across several SKUs and a clean evidence trail for readers.
fleet benchmarking
Benchmark a lineup, not just one machine.
This intake is for people comparing several laptops or desktops at once: review teams, MSPs, and internal IT owners who need a tighter path than the consumer benchmark.
Use the intake when you need a faster way to compare a stack of options and explain the tradeoffs to clients.
Designed for teams comparing several fleet candidates, not for the normal one-machine consumer benchmark.
what this is for
Use this when the benchmark answer has to travel beyond one browser tab.
Reviewer use case. You are testing a stack of launch machines and want a repeatable way to compare local-AI fit before publication.
MSP use case. You need a clean shortlist for several client-ready machines without turning every conversation into an ad-hoc benchmark walkthrough.
Internal IT use case. You are planning a refresh and need fleet-level guidance, not more generic “talk to sales” copy.